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ℂosmin Lehene
3.1K posts
ℂosmin Lehene
@clehene
Apply-focused indie lab researching mathematical foundations of systems across domains. Ex-founder (fintech/infra), CS + big data/distributed systems (Adobe).
Mill Valley, CA Se unió Nisan 2007
1.8K Siguiendo703 Seguidores
Microsoft, Amazon, Google guarding the private corporate data sheepfold
theregister.com/2026/03/26/git…
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Based on the defined measure I suspect it can be proven so as true up to limit - dependent on base algo, available information, storage capacity and available cycles. As an example OpenAI Five learned Dota by playing with itself. General model iteration, as a system, including GPT4 analysis on GPT2/3 can also be considered recursive.
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Is there any evidence that recursive self improvement is possible? Even partial evidence? If so, can someone point me to the source?
The deeper I dig into this stuff, the shallower it all feels.
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few know this, but the strongest signal that it's over is Corbet writing about vibe coding lwn.net/SubscriberLink…
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@headinthebox Incompetent coders will *continue* to attribute the issues to the wrong side of the screen.
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Is there a pandemic of AI induced brain rot happening?
‘Because you can't debug what you didn't write’
Wise@trikcode
Vibe coding creates a dangerous illusion: You think you built it. You think you understand it. You push to production. Your users find the bugs you never could. Because you can't debug what you didn't write.
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@neuralamp4ever @headinthebox Actually, debugging is one of the best ways to **understand** a code based that you "don't understand" — so does sound like skill issue to me
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@headinthebox You can debug what you did not write, but you will have a very hard time debugging something you do not understand, and it is difficult to understand the AI-generated sloppy code.
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soon we'll need AI to browse because it's going to be impossible to get past of all the fucking Captcha and "Making sure you are a human" checks
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Approaching the current reality from the existing structure of intellectual property is effectively beating a dead horse writings.hongminhee.org/2026/03/legal-…
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@ChrSzegedy You’d think that with better compression, less memory is needed. However, the question is how memory grows relative to compute.
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Just as every cell contains our full DNA blueprint, every running LLM contains a compressed mirror of most human knowledge.
Rohan Paul@rohanpaul_ai
The memory required by Nvidia AI chips is surging massively, with the new Rubin needing 288GB. Their upcoming Rubin chip needs 288GB of RAM just to operate. To put that into perspective, that is 800% more memory than you will find in a top-tier desktop computer. It is also 2300% more than what is inside a high-end smartphone. Large-scale purchases by OpenAI and Alphabet have depleted supply, driving 16GB DDR4 prices up 2352% to $76.90 and causing a massive global memory shortage. The global memory chip shortage is completely out of control. Hardware manufacturers simply cannot make memory chips fast enough to keep up with the demands of these new AI processors. Chart from Bloomberg.
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@MIT_CSAIL That's how everything really works. The true signal is how everyone thinks that it's *only* how *their* stuff really works
themessymiddle.com
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I wish I had the time/will to spend the time to publicly share my thoughts over the past years. I think this reflects some of them and the reason some of my closest people probably think I lost it ver the past three years.
Matt Shumer@mattshumer_
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Fun times. Coolers, paste, fans, supply watts, dip switches and jumpers. Quake, Voodoo 3dfx vs NVidia GForce 👈 this is where it all started, kids 🤘
tomshardware.com/pc-components/…
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@fintechjunkie No doubt about it, but applying the same model, what makes the founder/CEO irreplaceable ? Or the judge, government and everything else that reasons.Does it seem like there’s going to be some impossible skill, that didn’t seem impossible for the rest of the thesis 12 months ago?
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